Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "004"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = str(int(os.environ["ANTENNA"]))
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "221" csv_folder = "/home/obs/src/H6C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H6C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, 'rtp_summary_table*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 95 csvs in /home/obs/src/H6C_Notebooks/_rtp_summary_ Found 93 auto_metrics notebooks in /home/obs/src/H6C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H6C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
if isinstance(row['Ant'], str) and '<a href' in row['Ant']:
antnum = int(row['Ant'].split('</a>')[0].split('>')[-1]) # it's a link, extract antnum
else:
antnum = int(row['Ant'])
if antnum != int(antenna):
continue
if np.issubdtype(type(row['Node']), np.integer):
row['Node'] = str(row['Node'])
if type(row['Node']) == str and row['Node'].isnumeric():
row['Node'] = 'N' + ('0' if len(row['Node']) == 1 else '') + row['Node']
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459912 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.221515 | 0.266921 | -0.813526 | -0.782100 | -0.269146 | -1.989839 | 1.807268 | 0.063000 | 0.6127 | 0.6621 | 0.4125 | nan | nan |
| 2459911 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.896059 | 0.127174 | -0.815964 | -0.594120 | -0.420043 | -1.863232 | 1.115436 | -0.526515 | 0.6150 | 0.6605 | 0.4170 | nan | nan |
| 2459910 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.680781 | 0.085789 | -0.850066 | -0.640332 | -0.308442 | -1.976125 | 0.955697 | -0.776064 | 0.6221 | 0.6643 | 0.4136 | nan | nan |
| 2459909 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.966771 | 0.082200 | -0.832855 | -0.860767 | -0.222809 | -1.505110 | 1.895445 | -0.279174 | 0.6189 | 0.6618 | 0.4137 | nan | nan |
| 2459908 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.821150 | 0.032399 | -0.805773 | -0.814020 | -0.328291 | -1.600756 | 2.230730 | -0.393068 | 0.6280 | 0.6707 | 0.4094 | nan | nan |
| 2459907 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.720075 | 0.197999 | -0.951293 | -0.849710 | 0.186093 | -1.693786 | 1.378030 | -0.594936 | 0.6237 | 0.6659 | 0.4094 | nan | nan |
| 2459906 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.890752 | 0.257415 | -1.010882 | -0.306780 | -0.083282 | -1.098293 | 2.542709 | -0.301565 | 0.6133 | 0.6607 | 0.4098 | nan | nan |
| 2459905 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.330358 | 0.268755 | -0.828542 | -0.371452 | -0.188392 | -1.912220 | 2.261781 | -0.132575 | 0.6006 | 0.6508 | 0.4135 | nan | nan |
| 2459904 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.925069 | 0.313551 | -0.921989 | -0.194284 | -0.473659 | -1.633699 | 4.934894 | 0.063976 | 0.6057 | 0.6516 | 0.4065 | nan | nan |
| 2459903 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 1.729187 | 0.326693 | -0.957473 | -0.490087 | 0.175942 | -1.588444 | 4.829797 | -0.110411 | 0.6127 | 0.6532 | 0.4108 | nan | nan |
| 2459902 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.184627 | 0.422691 | -0.995174 | -0.171515 | 0.087308 | -1.254765 | 2.027536 | -0.690336 | 0.6190 | 0.6553 | 0.4032 | nan | nan |
| 2459901 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.900733 | 0.198137 | -0.910097 | -0.717535 | 0.770208 | -1.341412 | 1.292318 | -0.622258 | 0.6181 | 0.6590 | 0.4117 | nan | nan |
| 2459900 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.455629 | -0.133806 | -0.784266 | -0.672016 | 0.536461 | -0.936672 | 1.568696 | -0.598387 | 0.5641 | 0.6013 | 0.3445 | nan | nan |
| 2459898 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.516507 | -0.010043 | -0.978934 | -0.669669 | -0.134333 | -1.769041 | 2.809040 | -0.314150 | 0.6193 | 0.6579 | 0.4073 | nan | nan |
| 2459897 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.532625 | 0.048683 | -1.086240 | -0.542589 | -0.085455 | -2.037553 | 3.059253 | -0.394594 | 0.6155 | 0.6550 | 0.4094 | nan | nan |
| 2459896 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.063881 | -0.145587 | -1.044607 | -0.547958 | 0.033028 | -2.520552 | 1.739568 | -0.755442 | 0.6206 | 0.6575 | 0.4082 | nan | nan |
| 2459895 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.003821 | 0.112881 | -0.923237 | -0.014239 | -0.331647 | -1.152672 | -1.584752 | -1.361020 | 0.7208 | 0.7235 | 0.2755 | nan | nan |
| 2459894 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.166193 | -0.015300 | -0.933596 | -0.487559 | 0.113939 | -1.642211 | 2.292379 | -0.398042 | 0.6198 | 0.6552 | 0.3971 | nan | nan |
| 2459893 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.614768 | -0.141884 | -0.976793 | -0.741728 | -0.115235 | -2.027293 | 3.027639 | -0.730467 | 0.6303 | 0.6628 | 0.3945 | nan | nan |
| 2459892 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.555831 | -0.062055 | -1.159164 | -0.701116 | 0.790061 | -1.715466 | 2.526184 | -0.832103 | 0.6296 | 0.6648 | 0.3971 | nan | nan |
| 2459891 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.455629 | -0.064148 | -1.161272 | -0.505843 | 0.390496 | -2.322807 | 2.496235 | -0.436764 | 0.6234 | 0.6592 | 0.3992 | nan | nan |
| 2459890 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.289101 | -0.127788 | -0.997524 | -0.307102 | -0.013245 | -1.008740 | 1.285743 | -0.454918 | 0.6203 | 0.6572 | 0.3996 | nan | nan |
| 2459889 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.237255 | 0.051363 | -1.228572 | -0.556222 | 0.142665 | -2.304062 | 3.824803 | -0.514542 | 0.6307 | 0.6596 | 0.3940 | nan | nan |
| 2459888 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.633160 | -0.061839 | -1.037045 | -0.393119 | -0.030557 | -1.840216 | 0.399192 | -0.720219 | 0.6459 | 0.6751 | 0.3942 | nan | nan |
| 2459887 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.605896 | -0.143231 | -0.906722 | -1.175000 | -1.201994 | -2.121335 | 1.826983 | -0.339537 | 0.6333 | 0.6619 | 0.3975 | nan | nan |
| 2459886 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.054443 | 0.054097 | -0.825148 | -0.524355 | -1.844201 | -1.916678 | -0.856523 | -1.185163 | 0.7310 | 0.7371 | 0.3353 | nan | nan |
| 2459885 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.149175 | 2.019462 | 2.790997 | 20.303946 | 2.759603 | 1.802071 | 2.158000 | 3.748535 | 0.6830 | 0.6994 | 0.3614 | nan | nan |
| 2459884 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.729495 | -0.312347 | -1.105533 | -0.296240 | -0.051010 | -1.734230 | 1.742601 | -0.773255 | 0.6397 | 0.6635 | 0.3969 | nan | nan |
| 2459883 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.902539 | 1.882026 | 2.644552 | 17.830761 | 1.660415 | 0.312666 | 6.561757 | 0.031610 | 0.6344 | 0.6644 | 0.3940 | nan | nan |
| 2459882 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459881 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.862991 | 1.699627 | 2.720898 | 24.082477 | 4.043524 | 2.665755 | 7.015690 | 2.880651 | 0.6792 | 0.7188 | 0.3325 | nan | nan |
| 2459880 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.696097 | 1.966949 | 2.148304 | 18.970240 | 1.944338 | 0.852665 | 3.477923 | -0.023668 | 0.6320 | 0.6673 | 0.3973 | nan | nan |
| 2459879 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 1.242272 | -0.673699 | -0.755112 | -2.548931 | -0.084797 | -0.713591 | 2.840074 | -0.712339 | 0.6238 | 0.6660 | 0.4087 | nan | nan |
| 2459878 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.262732 | 2.063438 | 3.268988 | 23.415496 | 2.916283 | 2.329088 | 8.348395 | 0.334465 | 0.6276 | 0.6717 | 0.4040 | nan | nan |
| 2459876 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.704442 | 2.118850 | 1.935516 | 15.286682 | 6.795405 | 6.047945 | 8.803303 | -0.286808 | 0.6498 | 0.6598 | 0.3963 | nan | nan |
| 2459875 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.816038 | 1.657317 | 2.809839 | 21.941658 | 3.709792 | 1.928454 | 3.234338 | 2.291496 | 0.6519 | 0.6790 | 0.4052 | nan | nan |
| 2459874 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 7.073464 | 2.753369 | 1.216850 | 10.941240 | 4.916108 | 3.248869 | 5.968935 | 0.453496 | 0.6461 | 0.6555 | 0.3933 | nan | nan |
| 2459873 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.989232 | 1.871163 | 1.564287 | 15.244205 | 2.314279 | 0.951298 | 2.281036 | 0.334323 | 0.6405 | 0.6451 | 0.3988 | nan | nan |
| 2459872 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.115584 | 1.596899 | 2.842817 | 20.530578 | 5.767832 | 3.620212 | 3.759026 | 0.726841 | 0.6344 | 0.6496 | 0.4071 | nan | nan |
| 2459871 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.451949 | 1.261463 | 2.502289 | 20.837337 | 4.547704 | 2.763456 | 2.487348 | -0.151588 | 0.6482 | 0.6536 | 0.3982 | nan | nan |
| 2459870 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.027317 | 2.459012 | 2.066589 | 15.027639 | 4.266428 | 1.477113 | 5.467127 | 0.121562 | 0.6605 | 0.6621 | 0.3935 | nan | nan |
| 2459869 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.393606 | 1.746210 | 2.043612 | 14.361434 | 4.049348 | 2.385499 | 3.912026 | 0.712754 | 0.6702 | 0.6795 | 0.3910 | nan | nan |
| 2459868 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.005397 | 2.693926 | 2.551482 | 23.856669 | 3.042051 | 1.775659 | 6.434519 | 0.157530 | 0.6401 | 0.6530 | 0.4077 | nan | nan |
| 2459867 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 5.031062 | 1.601478 | 2.343207 | 18.981775 | 2.764059 | 0.699323 | 3.931213 | 0.155297 | 0.6533 | 0.6600 | 0.4085 | nan | nan |
| 2459866 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 6.135271 | 1.963345 | 2.340039 | 17.379634 | 3.353772 | 0.307267 | 1.469946 | -0.875771 | 0.6545 | 0.6606 | 0.4040 | nan | nan |
| 2459865 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459864 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 8.399093 | 2.595984 | 3.135126 | 11.631766 | 2.669149 | 1.306924 | 6.122955 | 2.323998 | 0.6465 | 0.6528 | 0.4297 | nan | nan |
| 2459863 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 4.694308 | 0.201972 | -1.817285 | -0.098298 | 1.318302 | -0.625407 | 2.592754 | 0.530864 | 0.6437 | 0.6488 | 0.4124 | nan | nan |
| 2459862 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459861 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 3.479499 | -0.406620 | -1.752565 | -1.394694 | -0.420656 | -1.405950 | 2.152569 | 0.172113 | 0.6560 | 0.6536 | 0.4295 | nan | nan |
| 2459860 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | - | - | 3.332494 | 0.356676 | 3.718066 | 10.762599 | 4.378280 | 2.096147 | 2.252855 | -0.429028 | 0.6712 | 0.6571 | 0.4214 | nan | nan |
| 2459859 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | - | - | 2.431361 | -0.519147 | -1.921746 | -1.394530 | -0.792132 | -1.038690 | 1.227887 | -0.845683 | 0.6794 | 0.6649 | 0.4143 | nan | nan |
| 2459858 | RF_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 3.093749 | -0.654940 | -1.988026 | -1.771988 | 0.166821 | -0.622960 | 2.187936 | 0.108954 | 0.6848 | 0.6680 | 0.4304 | 2.783237 | 2.647392 |
| 2459857 | RF_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.852470 | -0.554557 | 1.460282 | 1.747048 | -1.578702 | -0.315950 | -0.693476 | -1.851084 | 0.0311 | 0.0295 | 0.0014 | nan | nan |
| 2459856 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.346269 | 1.068251 | 3.848984 | 9.878875 | 2.127733 | 0.769440 | 1.781024 | -1.494229 | 0.6816 | 0.6832 | 0.4121 | 2.443666 | 2.399103 |
| 2459855 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.139897 | 1.254581 | 4.135551 | 11.225566 | 1.342534 | -0.140893 | 1.228896 | -0.538467 | 0.6621 | 0.7033 | 0.4477 | 2.514596 | 2.366919 |
| 2459854 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.958928 | 0.875497 | 4.229175 | 9.739524 | 0.429351 | -0.043068 | 2.303486 | -0.251515 | 0.6777 | 0.7321 | 0.4586 | 2.748489 | 2.469566 |
| 2459853 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.063570 | 0.786990 | 5.445654 | 12.595520 | 2.654121 | 0.641888 | 3.050857 | -0.731189 | 0.7080 | 0.6757 | 0.4366 | 2.761129 | 2.622149 |
| 2459852 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.052324 | 2.289556 | 4.489506 | 12.352072 | 5.555709 | 5.239818 | 3.875284 | 9.424495 | 0.7881 | 0.7997 | 0.2801 | 3.606412 | 3.812747 |
| 2459851 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459850 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.503094 | 1.699468 | 5.298433 | 11.633825 | 2.643729 | 2.963760 | 3.478778 | 4.705125 | 0.7094 | 0.7411 | 0.3649 | 2.412554 | 2.346393 |
| 2459849 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.639292 | 1.224137 | 11.996399 | 23.637576 | 2.104800 | 0.094560 | 2.652933 | -1.072882 | 0.7110 | 0.7325 | 0.3673 | 3.366287 | 3.119943 |
| 2459848 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 4.946506 | 1.410797 | 8.642996 | 16.963550 | 3.610954 | 2.380383 | 2.842512 | -0.692135 | 0.6836 | 0.7347 | 0.3909 | 2.948757 | 2.916298 |
| 2459847 | RF_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 5.915672 | 1.248949 | 7.830853 | 16.248842 | 2.324997 | 3.759912 | 1.465858 | 0.171925 | 0.6850 | 0.6663 | 0.4439 | 5.366335 | 4.669579 |
| 2459841 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459838 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459833 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459832 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459831 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459830 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459829 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459828 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459827 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459826 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459825 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459824 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459823 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459822 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459821 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459820 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459817 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459816 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459815 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459814 | RF_ok | 0.00% | - | - | - | - | - | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459813 | RF_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 2.221515 | 0.266921 | 2.221515 | -0.782100 | -0.813526 | -1.989839 | -0.269146 | 0.063000 | 1.807268 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 1.896059 | 0.127174 | 1.896059 | -0.594120 | -0.815964 | -1.863232 | -0.420043 | -0.526515 | 1.115436 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 1.680781 | 0.085789 | 1.680781 | -0.640332 | -0.850066 | -1.976125 | -0.308442 | -0.776064 | 0.955697 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 1.966771 | 0.082200 | 1.966771 | -0.860767 | -0.832855 | -1.505110 | -0.222809 | -0.279174 | 1.895445 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 2.230730 | 1.821150 | 0.032399 | -0.805773 | -0.814020 | -0.328291 | -1.600756 | 2.230730 | -0.393068 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 1.720075 | 0.197999 | 1.720075 | -0.849710 | -0.951293 | -1.693786 | 0.186093 | -0.594936 | 1.378030 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 2.542709 | 0.257415 | 1.890752 | -0.306780 | -1.010882 | -1.098293 | -0.083282 | -0.301565 | 2.542709 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 2.330358 | 0.268755 | 2.330358 | -0.371452 | -0.828542 | -1.912220 | -0.188392 | -0.132575 | 2.261781 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 4.934894 | 0.313551 | 1.925069 | -0.194284 | -0.921989 | -1.633699 | -0.473659 | 0.063976 | 4.934894 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 4.829797 | 0.326693 | 1.729187 | -0.490087 | -0.957473 | -1.588444 | 0.175942 | -0.110411 | 4.829797 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 2.184627 | 2.184627 | 0.422691 | -0.995174 | -0.171515 | 0.087308 | -1.254765 | 2.027536 | -0.690336 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 1.900733 | 1.900733 | 0.198137 | -0.910097 | -0.717535 | 0.770208 | -1.341412 | 1.292318 | -0.622258 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 1.568696 | 1.455629 | -0.133806 | -0.784266 | -0.672016 | 0.536461 | -0.936672 | 1.568696 | -0.598387 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 2.809040 | -0.010043 | 1.516507 | -0.669669 | -0.978934 | -1.769041 | -0.134333 | -0.314150 | 2.809040 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 3.059253 | 0.048683 | 1.532625 | -0.542589 | -1.086240 | -2.037553 | -0.085455 | -0.394594 | 3.059253 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 1.739568 | -0.145587 | 1.063881 | -0.547958 | -1.044607 | -2.520552 | 0.033028 | -0.755442 | 1.739568 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 2.003821 | 2.003821 | 0.112881 | -0.923237 | -0.014239 | -0.331647 | -1.152672 | -1.584752 | -1.361020 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 2.292379 | -0.015300 | 2.166193 | -0.487559 | -0.933596 | -1.642211 | 0.113939 | -0.398042 | 2.292379 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 3.027639 | 1.614768 | -0.141884 | -0.976793 | -0.741728 | -0.115235 | -2.027293 | 3.027639 | -0.730467 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 2.526184 | -0.062055 | 1.555831 | -0.701116 | -1.159164 | -1.715466 | 0.790061 | -0.832103 | 2.526184 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 2.496235 | 1.455629 | -0.064148 | -1.161272 | -0.505843 | 0.390496 | -2.322807 | 2.496235 | -0.436764 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 2.289101 | -0.127788 | 2.289101 | -0.307102 | -0.997524 | -1.008740 | -0.013245 | -0.454918 | 1.285743 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 3.824803 | 2.237255 | 0.051363 | -1.228572 | -0.556222 | 0.142665 | -2.304062 | 3.824803 | -0.514542 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 1.633160 | -0.061839 | 1.633160 | -0.393119 | -1.037045 | -1.840216 | -0.030557 | -0.720219 | 0.399192 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 1.826983 | -0.143231 | 1.605896 | -1.175000 | -0.906722 | -2.121335 | -1.201994 | -0.339537 | 1.826983 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 1.054443 | 1.054443 | 0.054097 | -0.825148 | -0.524355 | -1.844201 | -1.916678 | -0.856523 | -1.185163 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 20.303946 | 2.019462 | 5.149175 | 20.303946 | 2.790997 | 1.802071 | 2.759603 | 3.748535 | 2.158000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 1.742601 | -0.312347 | 1.729495 | -0.296240 | -1.105533 | -1.734230 | -0.051010 | -0.773255 | 1.742601 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 17.830761 | 1.882026 | 3.902539 | 17.830761 | 2.644552 | 0.312666 | 1.660415 | 0.031610 | 6.561757 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 24.082477 | 1.699627 | 3.862991 | 24.082477 | 2.720898 | 2.665755 | 4.043524 | 2.880651 | 7.015690 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 18.970240 | 1.966949 | 4.696097 | 18.970240 | 2.148304 | 0.852665 | 1.944338 | -0.023668 | 3.477923 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Temporal Discontinuties | 2.840074 | -0.673699 | 1.242272 | -2.548931 | -0.755112 | -0.713591 | -0.084797 | -0.712339 | 2.840074 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 23.415496 | 2.063438 | 4.262732 | 23.415496 | 3.268988 | 2.329088 | 2.916283 | 0.334465 | 8.348395 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 15.286682 | 4.704442 | 2.118850 | 1.935516 | 15.286682 | 6.795405 | 6.047945 | 8.803303 | -0.286808 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 21.941658 | 4.816038 | 1.657317 | 2.809839 | 21.941658 | 3.709792 | 1.928454 | 3.234338 | 2.291496 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 10.941240 | 7.073464 | 2.753369 | 1.216850 | 10.941240 | 4.916108 | 3.248869 | 5.968935 | 0.453496 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 15.244205 | 5.989232 | 1.871163 | 1.564287 | 15.244205 | 2.314279 | 0.951298 | 2.281036 | 0.334323 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 20.530578 | 1.596899 | 5.115584 | 20.530578 | 2.842817 | 3.620212 | 5.767832 | 0.726841 | 3.759026 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 20.837337 | 1.261463 | 3.451949 | 20.837337 | 2.502289 | 2.763456 | 4.547704 | -0.151588 | 2.487348 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 15.027639 | 6.027317 | 2.459012 | 2.066589 | 15.027639 | 4.266428 | 1.477113 | 5.467127 | 0.121562 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 14.361434 | 4.393606 | 1.746210 | 2.043612 | 14.361434 | 4.049348 | 2.385499 | 3.912026 | 0.712754 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 23.856669 | 8.005397 | 2.693926 | 2.551482 | 23.856669 | 3.042051 | 1.775659 | 6.434519 | 0.157530 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 18.981775 | 5.031062 | 1.601478 | 2.343207 | 18.981775 | 2.764059 | 0.699323 | 3.931213 | 0.155297 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 17.379634 | 1.963345 | 6.135271 | 17.379634 | 2.340039 | 0.307267 | 3.353772 | -0.875771 | 1.469946 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 11.631766 | 2.595984 | 8.399093 | 11.631766 | 3.135126 | 1.306924 | 2.669149 | 2.323998 | 6.122955 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 4.694308 | 4.694308 | 0.201972 | -1.817285 | -0.098298 | 1.318302 | -0.625407 | 2.592754 | 0.530864 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 3.479499 | -0.406620 | 3.479499 | -1.394694 | -1.752565 | -1.405950 | -0.420656 | 0.172113 | 2.152569 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 10.762599 | 3.332494 | 0.356676 | 3.718066 | 10.762599 | 4.378280 | 2.096147 | 2.252855 | -0.429028 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 2.431361 | 2.431361 | -0.519147 | -1.921746 | -1.394530 | -0.792132 | -1.038690 | 1.227887 | -0.845683 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 3.093749 | -0.654940 | 3.093749 | -1.771988 | -1.988026 | -0.622960 | 0.166821 | 0.108954 | 2.187936 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | 1.852470 | -0.554557 | 1.852470 | 1.747048 | 1.460282 | -0.315950 | -1.578702 | -1.851084 | -0.693476 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 9.878875 | 4.346269 | 1.068251 | 3.848984 | 9.878875 | 2.127733 | 0.769440 | 1.781024 | -1.494229 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 11.225566 | 1.254581 | 6.139897 | 11.225566 | 4.135551 | -0.140893 | 1.342534 | -0.538467 | 1.228896 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 9.739524 | 0.875497 | 5.958928 | 9.739524 | 4.229175 | -0.043068 | 0.429351 | -0.251515 | 2.303486 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 12.595520 | 0.786990 | 4.063570 | 12.595520 | 5.445654 | 0.641888 | 2.654121 | -0.731189 | 3.050857 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 12.352072 | 5.052324 | 2.289556 | 4.489506 | 12.352072 | 5.555709 | 5.239818 | 3.875284 | 9.424495 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 11.633825 | 4.503094 | 1.699468 | 5.298433 | 11.633825 | 2.643729 | 2.963760 | 3.478778 | 4.705125 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 23.637576 | 4.639292 | 1.224137 | 11.996399 | 23.637576 | 2.104800 | 0.094560 | 2.652933 | -1.072882 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 16.963550 | 1.410797 | 4.946506 | 16.963550 | 8.642996 | 2.380383 | 3.610954 | -0.692135 | 2.842512 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Power | 16.248842 | 1.248949 | 5.915672 | 16.248842 | 7.830853 | 3.759912 | 2.324997 | 0.171925 | 1.465858 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 221 | N18 | RF_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |